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Improving the prediction of Spreading Through Air Spaces (STAS) in primary lung cancer with a dynamic dual-delta hybrid machine learning model: a multicenter cohort study.
Jin, Weiqiu; Shen, Leilei; Tian, Yu; Zhu, Hongda; Zou, Ningyuan; Zhang, Mengwei; Chen, Qian; Dong, Changzi; Yang, Qisheng; Jiang, Long; Huang, Jia; Yuan, Zheng; Ye, Xiaodan; Luo, Qingquan.
Afiliação
  • Jin W; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
  • Shen L; Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
  • Tian Y; Shanghai Institute of Medical Imaging, Shanghai, 200032, China.
  • Zhu H; Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
  • Zou N; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
  • Zhang M; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
  • Chen Q; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
  • Dong C; School of Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
  • Yang Q; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
  • Jiang L; Department of Bioengineering, School of Engineering and Science, University of Pennsylvania, Philadelphia, 19104, USA.
  • Huang J; School of Integrated Circuits & Beijing National Research On Information Science and Technology (BNRist), Tsinghua University, Beijing, 100084, China.
  • Yuan Z; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
  • Ye X; Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China. huangjiadragon@126.com.
  • Luo Q; Department of Radiology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China. yuanzheng0404@163.com.
Biomark Res ; 11(1): 102, 2023 Nov 23.
Article em En | MEDLINE | ID: mdl-37996894
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China